de.jungblut.online.ml

Class AbstractOnlineLearner<M extends Model>

java.lang.Object

de.jungblut.online.ml.AbstractOnlineLearner<M>

All Implemented Interfaces:

OnlineLearner<M>

Direct Known Subclasses:

AbstractMinimizingOnlineLearner, MultinomialRegressionLearner, NaiveBayesLearner

public abstract class AbstractOnlineLearner<M extends Model>
extends Object
implements OnlineLearner<M>

Field Summary

Fields

Modifier and Type	Field and Description
protected int	featureDimension
protected int	numOutcomeClasses
protected int	outcomeDimension
protected java.util.function.Supplier<java.util.stream.Stream<de.jungblut.online.ml.FeatureOutcomePair>>	streamSupplier
protected boolean	verbose

Constructor Summary

Constructors

Constructor and Description
AbstractOnlineLearner()

Method Summary

Modifier and Type	Method and Description
protected void	init(java.util.function.Supplier<java.util.stream.Stream<de.jungblut.online.ml.FeatureOutcomePair>> streamSupplier)
protected void	peekDimensions(java.util.function.Supplier<java.util.stream.Stream<de.jungblut.online.ml.FeatureOutcomePair>> streamSupplier) Peeks for the feature and outcome dimensions.
void	setVerbose(boolean verbose)
void	verbose()

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Methods inherited from interface de.jungblut.online.ml.OnlineLearner

train

Field Detail

streamSupplier

protected java.util.function.Supplier<java.util.stream.Stream<de.jungblut.online.ml.FeatureOutcomePair>> streamSupplier

verbose

protected boolean verbose

featureDimension

protected int featureDimension

outcomeDimension

protected int outcomeDimension

numOutcomeClasses

protected int numOutcomeClasses

Constructor Detail

AbstractOnlineLearner

public AbstractOnlineLearner()

Method Detail

init

protected void init(java.util.function.Supplier<java.util.stream.Stream<de.jungblut.online.ml.FeatureOutcomePair>> streamSupplier)

peekDimensions

protected void peekDimensions(java.util.function.Supplier<java.util.stream.Stream<de.jungblut.online.ml.FeatureOutcomePair>> streamSupplier)

Peeks for the feature and outcome dimensions.

Parameters:

streamSupplier - the supplier that gets streams.

verbose

public void verbose()

setVerbose

public void setVerbose(boolean verbose)